Janusz Lisiecki

Janusz Lisiecki is a deep learning manager at NVIDIA working on fast data pipelines. His past experience spans from embedded systems for mass consumer market to high performance hardware-software data processing solutions.
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Posts by Janusz Lisiecki

Technical Walkthrough 1 Jan 18, 2022

Accelerating Medical Image Processing with NVIDIA DALI

Deep learning models require vast amounts of data to produce accurate predictions, and this need becomes more acute every day as models grow in size and... 8 MIN READ
Technical Walkthrough 1 Oct 07, 2021

Rapid Data Pre-Processing with NVIDIA DALI

This post is an update to an older post. Deep learning models require training with vast amounts of data to achieve accurate results. Raw data usually cannot be... 13 MIN READ
Technical Walkthrough 0 Jun 16, 2020

Improving Computer Vision with NVIDIA A100 GPUs

During the 2020 NVIDIA GPU Technology Conference keynote address, NVIDIA founder and CEO Jensen Huang introduced the new NVIDIA A100 GPU based on the NVIDIA... 16 MIN READ
Technical Walkthrough 1 Jun 15, 2020

Loading Data Fast with DALI and the New Hardware JPEG Decoder in NVIDIA A100 GPUs

Today, smartphones, the most popular device for taking pictures, can capture images as large as 4K UHD (3840×2160 image), more than 25 MB of raw data. Even... 7 MIN READ
Technical Walkthrough 0 Jan 28, 2019

Fast AI Data Preprocessing with NVIDIA DALI

Editor's Note: This post has been updated. Here is the revised post. Training deep learning models with vast amounts of data is necessary to achieve accurate... 11 MIN READ